博士,副教授,硕士生导师,中国人工智能学会粗糙集与软计算专委会委员,研究方向为计算智能、数据挖掘与机器学习。近年来,主持完成国家自然科学基金青年项目1项,参与国家级和省部级项目多项,先后在《Information Sciences》、《Expert Systems with Applications》等国际国内学术期刊发表论文20余篇。
国家自然科学基金项目:“多概念格集成与知识获取方法研究”(No.61202018), 2013.01-2015.12,主持人
山西青年科技研究基金:“基于概念格的序列模式挖掘模型与算法研究”(No.2010021017-3), 2010.1-2012.12,主持人
山西高校科技开发项目:“面向时间序列数据的概念格模型、算法及应用”(No.2010103), 2010.5-2012.5,主持人
国家自然科学基金项目:“多粒度空间的通讯、转换及其问题求解机制研究”(No.60903110), 2010.01-2012.12,参与者
[1]Shuliang Xu,Junhong Wang. A fast incremental extreme learning machine algorithm for data streams classification, Expert Systems with Applications, 2016, 65:332–344.点击阅览
[2]Wei Wei,Junbiao Cui,Jiye Liang,Junhong Wang. Fuzzy rough approximations for set-valued data, Information Sciences, 2016, 360:181–201.点击阅览
[3]Wei Wei,Junhong Wang,Jiye Liang,Xin Mi,Chuangyin Dang. Compacted decision tables based attribute reduction, Knowledge-Based Systems, 2015, 86:261-277.点击阅览
[4]Wei Wei,Jiye Liang,Junhong Wang,Yuhua Qian. Decision-relative discernibility matrixes in the sense of entropies, International Journal of General Systems, 2013, 42(7):721-738.点击阅览
[5]Jiye Liang,Junhong Wang,Yuhua Qian. A new measure of uncertainty based on knowledge granulation for rough sets, Information Sciences, 2009, 17(9):458-470.点击阅览
[6]Junhong Wang,Jiye Liang,Yuhua Qian,Chuangyin Dang. Uncertainty measure of rough sets based on a knowledge granulation of incomplete information systems, International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, 2008, 16(2):233-244.点击阅览
[7]梁吉业,王俊红. 基于概念格的规则产生集挖掘算法, 计算机研究与发展, 2004, 41(80):1339-1344. 点击阅览